| SMG: A Shuffling Gradient-based Method with Momentum TH Tran, LM Nguyen, Q Tran-Dinh International Conference on Machine Learning, 10379-10389, 2021 | 29 | 2021 |
| Nesterov accelerated shuffling gradient method for convex optimization TH Tran, K Scheinberg, LM Nguyen International Conference on Machine Learning, 21703-21732, 2022 | 15 | 2022 |
| Finite-sum optimization: A new perspective for convergence to a global solution LM Nguyen, TH Tran, M van Dijk arXiv preprint arXiv:2202.03524, 2022 | 4* | 2022 |
| On the convergence to a global solution of shuffling-type gradient algorithms L Nguyen, TH Tran Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| An End-to-End Time Series Model for Simultaneous Imputation and Forecast TH Tran, LM Nguyen, K Yeo, N Nguyen, D Phan, R Vaculin, ... arXiv preprint arXiv:2306.00778, 2023 | 2 | 2023 |
| Finding optimal policy for queueing models: New parameterization TH Tran, LM Nguyen, K Scheinberg arXiv preprint arXiv:2206.10073, 2022 | 2 | 2022 |
| Learning Robust and Consistent Time Series Representations: A Dilated Inception-Based Approach AD Nguyen, TH Tran, HH Pham, PL Nguyen, LM Nguyen arXiv preprint arXiv:2306.06579, 2023 | 1 | 2023 |
| Shuffling Momentum Gradient Algorithm for Convex Optimization TH Tran, Q Tran-Dinh, LM Nguyen arXiv preprint arXiv:2403.03180, 2024 | | 2024 |
| Stochastic ISTA/FISTA Adaptive Step Search Algorithms for Convex Composite Optimization LM Nguyen, K Scheinberg, TH Tran arXiv preprint arXiv:2402.15646, 2024 | | 2024 |
| Stochastic FISTA Step Search Algorithm for Convex Optimization TH Tran, LM Nguyen, K Scheinberg OPT 2023: Optimization for Machine Learning, 2023 | | 2023 |
| A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series TH Tran, LM Nguyen, K Yeo, N Nguyen, R Vaculin arXiv preprint arXiv:2311.12290, 2023 | | 2023 |
| Stochastic Optimization Methods With Momentum TH Tran, L Nguyen, K Scheinberg INFORMS Annual Meeting, 2023 | | 2023 |
| FACTORS RELATED TO INTRACEREBRAL HEMATOMA IN PATIENTS WITH ANEURYSMAL SUBARACHNOID HEMORRHAGE IN VIETNAM: A MULTICENTER PROSPECTIVE COHORT STUDY T Nguyen, T Mai, L Vu, C Dao, H Ngo, H Hoang, T Tran, D Pham, ... INTERNATIONAL JOURNAL OF STROKE 18 (3), 334-335, 2023 | | 2023 |
| When Machine Learning meets Dynamical Systems: Theory and Applications L Nguyen, TH Tran, W Zhang, S Das, L Weng AAAI Conference on Artificial Intelligence, 2023 | | 2023 |
| New Perspective on the Convergence to a Global Solution of Finite-sum Optimization L Nguyen, TH Tran, M Van Dijk INFORMS Annual Meeting, 2022 | | 2022 |
| Enriching Time Series Representation: Integrating a Noise-Resilient Sampling Strategy with an Efficient Encoder Architecture AD Nguyen, TH Tran, H Pham, P Le Nguyen, LM Nguyen | | |
Lam M. NguyenStaff Research Scientist at IBM Research; IBM Master Inventor在 ibm.com 的电子邮件经过验证
